Sentence Extraction for Automatic Summarization and Notetaking Systems : Applying Cognitive and Computational Linguistic Techniques to Improve Student's Learning Skills
Language: English
Published by VDM Verlag Dr. Müller, 2011
- Softcover
- New
Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH
AbeBooks seller since August 14, 2006
Condition: New
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Add to basketItem description from seller
nach der Bestellung gedruckt Neuware - Printed after ordering - In this book, we propose both automatic summarization and semi-automatic Notetaking systems as important tools that can engage students in learning activities and improve their learning, namely comprehending and recalling of the study materials. However, they can also be employed by lecturers to evaluate their students' understanding. Many current systems summarize texts by selecting sentences with important content using methods generally known as sentence extraction. To deal with the development of a new sentence extraction method, we delve into text analysis at three levels: word, sentence, and text level analysis. At the word level, we consider word similarity and word disambiguation based on WordNet to compute the value for semantic relatedness. This feature is exploited by the proposed method we have developed for text similarity. For the sentence level, we analyze for its similarity using vector correlation. For text similarity, a cognitive method is used to identify the most important sentence. Our proposed unsupervised sentence extraction method is then used to identify the most salient sentences to produce high quality summarization and notes.…
Seller Inventory # 9783639329971
- Title
- Sentence Extraction for Automatic Summarization and Notetaking Systems : Applying Cognitive and Computational Linguistic Techniques to Improve Student's Learning Skills
- Author
- Hamed Khanpour
- Publisher
- VDM Verlag Dr. Müller
- Publication year
- 2011
- Condition
- Neu
- Binding
- Taschenbuch
- Language
- English
- ISBN 10
- 363932997X
- ISBN 13
- 9783639329971
- Item weight
- 208 grams
- Dimensions
- 22.00x15.00x0.80 cm
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About the Author
"About the title" may belong to another edition of this title.
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